浏览所有 Claude 技能

Machine Learning Model Explainability

Provides deep insights into machine learning model predictions and behavior using interpretability techniques like SHAP and LIME.

Frontend Accessibility

Implements inclusive user interfaces using semantic HTML, WCAG-compliant color contrast, and robust keyboard navigation.

Global Conventions

Enforces consistent project architecture, version control standards, and development workflows across the entire codebase.

Global Tech Stack

Enforces adherence to the project's core architectural patterns and integrated technology suite, including Laravel, React, and PostgreSQL.

Persona Research & User Insight

Generates realistic user personas and simulates AI interviews to validate product ideas and derive actionable user insights.

Polars Data Engineering

Optimizes data processing and analysis workflows using the high-performance Polars DataFrame library.

GitOps Workflow & K8s Automation

Implements declarative GitOps workflows using ArgoCD and Flux for automated Kubernetes deployments and continuous reconciliation.

bioRxiv Database Search

Searches and retrieves life sciences preprints from the bioRxiv database using keywords, authors, and DOIs.

Docstring Formatter

Standardizes Python documentation by converting existing comments into structured NumPy and Sphinx-style docstrings with comprehensive parameter, return, and example sections.

Container Security Scanner

Scans Docker images and running containers for vulnerabilities using industry-standard tools like Trivy and Snyk to ensure secure deployments.

Worktree Management

Automates Git worktree creation and management to provide isolated, parallel development environments with auto-configured Docker services and browser automation.

Worklog Tracker

Tracks billable client hours and records project progress with automated validation and session summarization.

Memory Leak Detector

Identifies and resolves memory exhaustion issues in Python and PyTorch applications, specifically targeting matplotlib figures and tensor accumulation.

Global Coding Style

Enforces uniform coding standards, formatting, and architectural principles to ensure a clean and maintainable codebase.

Architecture Reviewer

Enforces adherence to PRISM architectural patterns by validating the implementation of Runner and Trainer classes during refactoring.

Pydantic Model Architect

Designs robust Pydantic v2 data models with integrated validation, type safety, and standardized configuration.

Global Conventions

Enforces project-wide development standards for directory organization, documentation, version control, and environment management.

MCP Server Builder

Guides developers through the end-to-end process of building, testing, and packaging high-quality Model Context Protocol (MCP) servers.

Text Message

Sends and manages SMS or iMessages via the Apple Messages app with automated contact resolution and attachment support.

Type Hint Adder

Enhances Python codebases by adding comprehensive type hints and specialized PyTorch tensor documentation for better maintainability and static analysis.

Backend Migrations

Manages database schema evolutions and data migrations using industry-standard tools and zero-downtime best practices.

Google Calendar Management

Manage Google Calendar events, schedule meetings with automated attendee resolution, and optimize availability using business hour logic.

CRUD Task Management

Implements robust Create, Read, Update, and Delete operations for task-based data management using standardized service layer patterns and validation.

Task Search

Implements robust search capabilities for task management applications, including keyword matching, relevance ranking, and multi-criteria filtering.

Experiment Tracking Setup

Automates the configuration and integration of machine learning experiment tracking tools like MLflow and Weights & Biases.

Python Project Setup

Initializes Python project structures with standardized directory layouts, configuration files, and modern development best practices.

Gemini Image Generation

Generates and edits high-resolution images using the Gemini API with support for style transfers, text-to-image prompts, and multi-turn refinement.

Frontend Quality Assurance

Automates comprehensive UI testing and bug discovery using browser automation to ensure high-quality frontend deployments.

Git Commit Maker

Generates well-formatted git commit messages following the Conventional Commits standard to improve project history and team collaboration.

Python Testing

Implements robust Python testing suites using pytest, focusing on isolated test design, mocking external dependencies, and asynchronous execution patterns.